Lorenzo Jaime Flores
5 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(11)
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Trend Setter
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Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Generation · Natural Language Processing
(4)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Clinical
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
few-shot learning
(1)
text generation
(1)
text summarization
(1)
neural text generation
(1)
medical text
(1)
text simplification
(1)
edit distance
(1)
beam search
(1)
rule extraction
(1)
named entity
(1)
data-to-text generation
(1)
n-gram model
(1)
table-to-text generation
(1)
clinical nlp
(1)
beam search decoding
(1)
spelling normalization
(1)
logic form
(1)
unlikelihood training
(1)
medical text simplification
(1)
negative log-likelihood
(1)
Papers
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization
EACL 2024
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control
EACL 2023
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding
EMNLP 2023
Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino
EMNLP 2022
R2D2: Robust Data-to-Text with Replacement Detection
EMNLP 2022